Carneiro Pedro, Heckman James J, Vytlacil Edward
Department of Economics, University College London, Gower Street, London WC1E 6BT, United Kingdom,
Department of Economics, University of Chicago, 1126 E. 59th Street, Chicago, IL 60637,
Am Econ Rev. 2011 Oct;101(6):2754-2781. doi: 10.1257/aer.101.6.2754.
This paper estimates marginal returns to college for individuals induced to enroll in college by different marginal policy changes. The recent instrumental variables literature seeks to estimate this parameter, but in general it does so only under strong assumptions that are tested and found wanting. We show how to utilize economic theory and local instrumental variables estimators to estimate the effect of marginal policy changes. Our empirical analysis shows that returns are higher for individuals with values of unobservables that make them more likely to attend college. We contrast our estimates with IV estimates of the return to schooling.
本文估计了因不同边际政策变化而被诱导进入大学的个人的大学边际回报。近期的工具变量文献试图估计这一参数,但一般而言,它仅在经过检验且被发现存在缺陷的强假设下才能做到这一点。我们展示了如何利用经济理论和局部工具变量估计量来估计边际政策变化的影响。我们的实证分析表明,对于那些不可观测因素的值使他们更有可能上大学的个人来说,回报更高。我们将我们的估计结果与教育回报的工具变量估计结果进行了对比。